The small-fruit phenotypes were controlled by nine major-effect loci with complementary epistasis in Malus accessions

IF 6.2 1区 农林科学 Q1 HORTICULTURE
Ying Li, Hailong Wang, Xin Huang, Yi Wang, Ting Wu, Zhenhai Han, Bei Wu, Xinzhong Zhang
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引用次数: 0

Abstract

During the long history of domestication and improvement of cultivated plants from their wild progenitors, unfavorable alleles of important traits, such as the small-fruit trait of wild apple (Malus) species, have undergone gradual negative selection. Utilizing wild species as breeding materials for elite lines requires removing these undesirable alleles, making it urgent to identify these allelic variations. We previously identified 90 quantitative trait loci (QTLs) for apple fruit weight via bulked segregant analysis-seq. In this study, we identified 37 genome regions associated with apple fruit weight by genome-wide association study (GWAS) using 253 Malus accessions. We then developed 147 GenoBaits markers within the QTL intervals or association regions, of which nine were major-effect markers for small-fruit traits and exhibited complementary epistasis. Nineteen candidate genes were predicted within the nine major-effect loci. Overexpressing three of these genes, MdPMEI51, MdTIP1-1, and MdARF9, inhibited cell proliferation in transgenic apple calli, and allelic variants in their coding sequences enhanced these inhibitory effects. We replaced the nearby linkage marker with MdTIP1-1 SNP700 A/G (Chr12_16 957 078 T/C, on the antisense strand) and identified seven markers as major-effect markers for the large-fruit trait. We added the joint effects of the nine and seven major-effect markers for the small- and large-fruit phenotypes, respectively, to genomics-assisted prediction (GAP) models as fixed effects. The prediction accuracy of the non-additive GAP model was 0.8436. The frequency of the small-fruit associated alleles of the nine major-effect markers is much higher in wild Malus species than in cultivated and semi-cultivated species, indicating that the alleles associated with the small-fruit trait underwent strong negative selection during domestication. These findings shed light on the genetic mechanism underlying the small-fruit trait in apple and could facilitate apple breeding.
苹果小果表型由9个具有互补上位性的主效位点控制
在栽培植物从野生祖先驯化和改良的漫长历史中,重要性状的不利等位基因,如野生苹果(苹果)种的小果实性状,经历了逐渐的负选择。利用野生物种作为优良品系的育种材料,需要去除这些不需要的等位基因,因此鉴定这些等位基因变异迫在眉睫。我们之前通过散装分离分析-seq鉴定出了90个苹果果实重量的定量性状位点。本研究利用253份苹果材料,通过全基因组关联研究(GWAS)鉴定出37个与苹果果实质量相关的基因组区域。在QTL区间或关联区域共开发了147个GenoBaits标记,其中9个是小果性状的主效标记,具有互补上位性。在9个主要效应位点内预测了19个候选基因。过表达这三个基因MdPMEI51、MdTIP1-1和mddarf9可以抑制转基因苹果愈伤组织的细胞增殖,而其编码序列的等位基因变异增强了这种抑制作用。我们用MdTIP1-1 SNP700 A/G (Chr12_16 957 078 T/C,在反义链上)取代了附近的连锁标记,并鉴定了7个标记作为大果性状的主要效应标记。我们将小果型和大果型的9个和7个主要效应标记的联合效应分别添加到基因组学辅助预测(GAP)模型中作为固定效应。非加性GAP模型的预测精度为0.8436。9个主效标记的小果相关等位基因在野生海棠中出现的频率远高于栽培和半栽培海棠,说明与小果性状相关的等位基因在驯化过程中经历了强烈的负选择。这些发现揭示了苹果小果性状的遗传机制,为苹果育种提供了理论依据。
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来源期刊
Horticultural Plant Journal
Horticultural Plant Journal Environmental Science-Ecology
CiteScore
9.60
自引率
14.00%
发文量
293
审稿时长
33 weeks
期刊介绍: Horticultural Plant Journal (HPJ) is an OPEN ACCESS international journal. HPJ publishes research related to all horticultural plants, including fruits, vegetables, ornamental plants, tea plants, and medicinal plants, etc. The journal covers all aspects of horticultural crop sciences, including germplasm resources, genetics and breeding, tillage and cultivation, physiology and biochemistry, ecology, genomics, biotechnology, plant protection, postharvest processing, etc. Article types include Original research papers, Reviews, and Short communications.
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